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Perramón M, Carvajal S, Reichenbach V, Fernández‐Varo G, Boix L, Macias‐Muñoz L, Melgar‐Lesmes P, Bruix J, Melmed S, Lamas S, Jiménez W. The pituitary tumour-transforming gene 1/delta-like homologue 1 pathway plays a key role in liver fibrogenesis. Liver Int 2022; 42:651-662. [PMID: 35050550 PMCID: PMC9303549 DOI: 10.1111/liv.15165] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 01/09/2022] [Accepted: 01/10/2022] [Indexed: 02/13/2023]
Abstract
BACKGROUND AND AIMS PTTG1 is almost undetectable in adult livers but is highly expressed in hepatocarcinoma. While little is known about its involvement in liver fibrosis, PTTG1 expression is associated with DLK1. We assessed the role of the PTTG1/DLK1 pathway in fibrosis progression and the potential therapeutic effect of PTTG1 silencing in fibrosis. METHODS Pttg1 and Dlk1 were studied in liver and isolated cell populations of control and fibrotic rats and in human liver biopsies. The fibrotic molecular signature was analysed in Pttg1-/- and Pttg1+/+ fibrotic mice. Finally, Pttg1 silencing was evaluated in rats as a novel antifibrotic therapy. RESULTS Pttg1 and Dlk1 mRNA selectively increased in fibrotic rats paralleling fibrosis progression. Serum DLK1 concentrations correlated with hepatic collagen content and systemic and portal haemodynamics. Human cirrhotic livers showed greater PTTG1 and DLK1 transcript abundance than non-cirrhotic, and reduced collagen was observed in Pttg1 Pttg1-/- mice. The liver fibrotic molecular signature revealed lower expression of genes related to extracellular matrix remodelling including Mmp8 and 9 and Timp4 and greater eotaxin and Mmp13 than fibrotic Pttg1+/+ mice. Finally, interfering Pttg1 resulted in reduced liver fibrotic area, lower α-Sma and decreased portal pressure than fibrotic animals. Furthermore, Pttg1 silencing decreased the transcription of Dlk1, collagens I and III, Pdgfrβ, Tgfrβ, Timp1, Timp2 and Mmp2. CONCLUSIONS Pttg1/Dlk1 are selectively overexpressed in the cirrhotic liver and participate in ECM turnover regulation. Pttg1 disruption decreases Dlk1 transcription and attenuates collagen deposition. PTTG1/DLK1 signalling is a novel pathway for targeting the progression of liver fibrosis.
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Affiliation(s)
- Meritxell Perramón
- Biochemistry and Molecular Genetics ServiceHospital Clínic UniversitariBarcelonaSpain,Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEReHD)BarcelonaSpain
| | - Silvia Carvajal
- Biochemistry and Molecular Genetics ServiceHospital Clínic UniversitariBarcelonaSpain,Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEReHD)BarcelonaSpain
| | - Vedrana Reichenbach
- Biochemistry and Molecular Genetics ServiceHospital Clínic UniversitariBarcelonaSpain,Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEReHD)BarcelonaSpain
| | - Guillermo Fernández‐Varo
- Biochemistry and Molecular Genetics ServiceHospital Clínic UniversitariBarcelonaSpain,Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEReHD)BarcelonaSpain
| | - Loreto Boix
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEReHD)BarcelonaSpain,Department of MedicineUniversity of BarcelonaBarcelonaSpain,Barcelona‐Clínic Liver Cancer GroupHospital Clínic UniversitariBarcelonaSpain
| | - Laura Macias‐Muñoz
- Biochemistry and Molecular Genetics ServiceHospital Clínic UniversitariBarcelonaSpain,Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEReHD)BarcelonaSpain
| | - Pedro Melgar‐Lesmes
- Biochemistry and Molecular Genetics ServiceHospital Clínic UniversitariBarcelonaSpain,Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEReHD)BarcelonaSpain,Department of BiomedicineUniversity of BarcelonaBarcelonaSpain,Institute for Medical Engineering and ScienceMassachusetts Institute of TechnologyCambridgeMAUSA
| | - Jordi Bruix
- Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEReHD)BarcelonaSpain,Department of MedicineUniversity of BarcelonaBarcelonaSpain,Barcelona‐Clínic Liver Cancer GroupHospital Clínic UniversitariBarcelonaSpain
| | - Shlomo Melmed
- Department of Medicine, Cedars‐Sinai Research InstituteUniversity of California School of MedicineLos AngelesCAUSA
| | - Santiago Lamas
- Centro de Biología Molecular Severo Ochoa (CSIC‐UAM)MadridSpain
| | - Wladimiro Jiménez
- Biochemistry and Molecular Genetics ServiceHospital Clínic UniversitariBarcelonaSpain,Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS)Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEReHD)BarcelonaSpain,Department of BiomedicineUniversity of BarcelonaBarcelonaSpain
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2
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Gonzalez-Pecchi V, Kwan AK, Doyle S, Ivanov AA, Du Y, Fu H. NSD3S stabilizes MYC through hindering its interaction with FBXW7. J Mol Cell Biol 2021; 12:438-447. [PMID: 31638140 PMCID: PMC7333476 DOI: 10.1093/jmcb/mjz098] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Revised: 06/08/2019] [Accepted: 09/15/2019] [Indexed: 01/16/2023] Open
Abstract
The MYC transcription factor plays a key role in cell growth control. Enhanced MYC protein stability has been found to promote tumorigenesis. Thus, understanding how MYC stability is controlled may have significant implications for revealing MYC-driven growth regulatory mechanisms in physiological and pathological processes. Our previous work identified the histone lysine methyltransferase nuclear receptor binding SET domain protein 3 (NSD3) as a MYC modulator. NSD3S, a noncatalytic isoform of NSD3 with oncogenic activity, appears to bind, stabilize, and activate the transcriptional activity of MYC. However, the mechanism by which NSD3S stabilizes MYC remains to be elucidated. To uncover the nature of the interaction and the underlying mechanism of MYC regulation by NSD3S, we characterized the binding interface between both proteins by narrowing the interface to a 15-amino acid region in NSD3S that is partially required for MYC regulation. Mechanistically, NSD3S binds to MYC and reduces the association of F-box and WD repeat domain containing 7 (FBXW7) with MYC, which results in suppression of FBXW7-mediated proteasomal degradation of MYC and an increase in MYC protein half-life. These results support a critical role for NSD3S in the regulation of MYC function and provide a novel mechanism for NSD3S oncogenic function through inhibition of FBXW7-mediated degradation of MYC.
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Affiliation(s)
- Valentina Gonzalez-Pecchi
- Graduate Program in Cancer Biology, Emory University, Atlanta, GA, USA.,Department of Pharmacology and Chemical Biology, Emory Chemical Biology Discovery Center, Emory University, Atlanta, GA, USA
| | - Albert K Kwan
- Department of Pharmacology and Chemical Biology, Emory Chemical Biology Discovery Center, Emory University, Atlanta, GA, USA
| | - Sean Doyle
- Department of Pharmacology and Chemical Biology, Emory Chemical Biology Discovery Center, Emory University, Atlanta, GA, USA
| | - Andrey A Ivanov
- Department of Pharmacology and Chemical Biology, Emory Chemical Biology Discovery Center, Emory University, Atlanta, GA, USA.,Winship Cancer Institute, Emory University, Atlanta, GA, USA.,Department of Hematology & Medical Oncology, Emory University, Atlanta, GA, USA
| | - Yuhong Du
- Department of Pharmacology and Chemical Biology, Emory Chemical Biology Discovery Center, Emory University, Atlanta, GA, USA.,Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Haian Fu
- Department of Pharmacology and Chemical Biology, Emory Chemical Biology Discovery Center, Emory University, Atlanta, GA, USA.,Winship Cancer Institute, Emory University, Atlanta, GA, USA.,Department of Hematology & Medical Oncology, Emory University, Atlanta, GA, USA
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3
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Shani O, Raz Y, Monteran L, Scharff Y, Levi-Galibov O, Megides O, Shacham H, Cohen N, Silverbush D, Avivi C, Sharan R, Madi A, Scherz-Shouval R, Barshack I, Tsarfaty I, Erez N. Evolution of fibroblasts in the lung metastatic microenvironment is driven by stage-specific transcriptional plasticity. eLife 2021; 10:e60745. [PMID: 34169837 PMCID: PMC8257251 DOI: 10.7554/elife.60745] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 06/24/2021] [Indexed: 12/21/2022] Open
Abstract
Mortality from breast cancer is almost exclusively a result of tumor metastasis, and lungs are one of the main metastatic sites. Cancer-associated fibroblasts are prominent players in the microenvironment of breast cancer. However, their role in the metastatic niche is largely unknown. In this study, we profiled the transcriptional co-evolution of lung fibroblasts isolated from transgenic mice at defined stage-specific time points of metastases formation. Employing multiple knowledge-based platforms of data analysis provided powerful insights on functional and temporal regulation of the transcriptome of fibroblasts. We demonstrate that fibroblasts in lung metastases are transcriptionally dynamic and plastic, and reveal stage-specific gene signatures that imply functional tasks, including extracellular matrix remodeling, stress response, and shaping the inflammatory microenvironment. Furthermore, we identified Myc as a central regulator of fibroblast rewiring and found that stromal upregulation of Myc transcriptional networks is associated with disease progression in human breast cancer.
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Affiliation(s)
- Ophir Shani
- Department of Pathology, Sackler Faculty of Medicine, Tel Aviv UniversityTel AvivIsrael
| | - Yael Raz
- Department of Pathology, Sackler Faculty of Medicine, Tel Aviv UniversityTel AvivIsrael
- Department of Obstetrics and Gynecology, Tel Aviv Sourasky Medical CenterTel AvivIsrael
| | - Lea Monteran
- Department of Pathology, Sackler Faculty of Medicine, Tel Aviv UniversityTel AvivIsrael
| | - Ye'ela Scharff
- Department of Pathology, Sackler Faculty of Medicine, Tel Aviv UniversityTel AvivIsrael
| | - Oshrat Levi-Galibov
- Department of Biomolecular Sciences, The Weizmann Institute of ScienceRehovotIsrael
| | - Or Megides
- Department of Clinical Microbiology and Immunology, Sackler Faculty of Medicine, Tel Aviv UniversityTel AvivIsrael
| | - Hila Shacham
- Department of Clinical Microbiology and Immunology, Sackler Faculty of Medicine, Tel Aviv UniversityTel AvivIsrael
| | - Noam Cohen
- Department of Pathology, Sackler Faculty of Medicine, Tel Aviv UniversityTel AvivIsrael
| | - Dana Silverbush
- Blavatnik School of Computer Sciences, Faculty of Exact Sciences, Tel Aviv UniversityTel AvivIsrael
| | - Camilla Avivi
- Department of Pathology, Sheba Medical Center, Tel Hashomer, affiliated with Sackler Faculty of Medicine, Tel Aviv UniversityTel AvivIsrael
| | - Roded Sharan
- Blavatnik School of Computer Sciences, Faculty of Exact Sciences, Tel Aviv UniversityTel AvivIsrael
| | - Asaf Madi
- Department of Pathology, Sackler Faculty of Medicine, Tel Aviv UniversityTel AvivIsrael
| | - Ruth Scherz-Shouval
- Department of Biomolecular Sciences, The Weizmann Institute of ScienceRehovotIsrael
| | - Iris Barshack
- Department of Pathology, Sheba Medical Center, Tel Hashomer, affiliated with Sackler Faculty of Medicine, Tel Aviv UniversityTel AvivIsrael
| | - Ilan Tsarfaty
- Department of Clinical Microbiology and Immunology, Sackler Faculty of Medicine, Tel Aviv UniversityTel AvivIsrael
| | - Neta Erez
- Department of Pathology, Sackler Faculty of Medicine, Tel Aviv UniversityTel AvivIsrael
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Long Q, Liu Z, Gullerova M. Sweet Melody or Jazz? Transcription Around DNA Double-Strand Breaks. Front Mol Biosci 2021; 8:655786. [PMID: 33959637 PMCID: PMC8096065 DOI: 10.3389/fmolb.2021.655786] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Accepted: 03/22/2021] [Indexed: 12/23/2022] Open
Abstract
Genomic integrity is continuously threatened by thousands of endogenous and exogenous damaging factors. To preserve genome stability, cells developed comprehensive DNA damage response (DDR) pathways that mediate the recognition of damaged DNA lesions, the activation of signaling cascades, and the execution of DNA repair. Transcription has been understood to pose a threat to genome stability in the presence of DNA breaks. Interestingly, accumulating evidence in recent years shows that the transient transcriptional activation at DNA double-strand break (DSB) sites is required for efficient repair, while the rest of the genome exhibits temporary transcription silencing. This genomic shut down is a result of multiple signaling cascades involved in the maintenance of DNA/RNA homeostasis, chromatin stability, and genome fidelity. The regulation of transcription of protein-coding genes and non-coding RNAs has been extensively studied; however, the exact regulatory mechanisms of transcription at DSBs remain enigmatic. These complex processes involve many players such as transcription-associated protein complexes, including kinases, transcription factors, chromatin remodeling complexes, and helicases. The damage-derived transcripts themselves also play an essential role in DDR regulation. In this review, we summarize the current findings on the regulation of transcription at DSBs and discussed the roles of various accessory proteins in these processes and consequently in DDR.
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Affiliation(s)
| | | | - Monika Gullerova
- Sir William Dunn School of Pathology, University of Oxford, Oxford, United Kingdom
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Nie Z, Guo C, Das SK, Chow CC, Batchelor E, Simons SS, Levens D. Dissecting transcriptional amplification by MYC. eLife 2020; 9:52483. [PMID: 32715994 PMCID: PMC7384857 DOI: 10.7554/elife.52483] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2019] [Accepted: 07/08/2020] [Indexed: 12/13/2022] Open
Abstract
Supraphysiological MYC levels are oncogenic. Originally considered a typical transcription factor recruited to E-boxes (CACGTG), another theory posits MYC a global amplifier increasing output at all active promoters. Both models rest on large-scale genome-wide "-omics'. Because the assumptions, statistical parameter and model choice dictates the '-omic' results, whether MYC is a general or specific transcription factor remains controversial. Therefore, an orthogonal series of experiments interrogated MYC's effect on the expression of synthetic reporters. Dose-dependently, MYC increased output at minimal promoters with or without an E-box. Driving minimal promoters with exogenous (glucocorticoid receptor) or synthetic transcription factors made expression more MYC-responsive, effectively increasing MYC-amplifier gain. Mutations of conserved MYC-Box regions I and II impaired amplification, whereas MYC-box III mutations delivered higher reporter output indicating that MBIII limits over-amplification. Kinetic theory and experiments indicate that MYC activates at least two steps in the transcription-cycle to explain the non-linear amplification of transcription that is essential for global, supraphysiological transcription in cancer.
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Affiliation(s)
- Zuqin Nie
- Laboratory of Pathology, CCR, NCI, NIH, Bethesda, United States
| | - Chunhua Guo
- Steroid Hormones Section, NIDDK/LERB, NIH, Bethesda, United States
| | - Subhendu K Das
- Laboratory of Pathology, CCR, NCI, NIH, Bethesda, United States
| | - Carson C Chow
- Mathematical Biology Section, NIDDK/LBM, NIH, Bethesda, United States
| | - Eric Batchelor
- Laboratory of Pathology, CCR, NCI, NIH, Bethesda, United States.,Laboratory of Cell Biology, CCR, NCI, NIH, Bethesda, United States.,Department of Integrative Biology and Physiology, University of Minnesota, Minneapolis, United States
| | - S Stoney Simons
- Steroid Hormones Section, NIDDK/LERB, NIH, Bethesda, United States
| | - David Levens
- Laboratory of Pathology, CCR, NCI, NIH, Bethesda, United States
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Dietlein F, Weghorn D, Taylor-Weiner A, Richters A, Reardon B, Liu D, Lander ES, Van Allen EM, Sunyaev SR. Identification of cancer driver genes based on nucleotide context. Nat Genet 2020; 52:208-218. [PMID: 32015527 PMCID: PMC7031046 DOI: 10.1038/s41588-019-0572-y] [Citation(s) in RCA: 147] [Impact Index Per Article: 29.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Accepted: 12/16/2019] [Indexed: 12/26/2022]
Abstract
Cancer genomes contain large numbers of somatic mutations but few of these mutations drive tumor development. Current approaches either identify driver genes on the basis of mutational recurrence or approximate the functional consequences of nonsynonymous mutations by using bioinformatic scores. Passenger mutations are enriched in characteristic nucleotide contexts, whereas driver mutations occur in functional positions, which are not necessarily surrounded by a particular nucleotide context. We observed that mutations in contexts that deviate from the characteristic contexts around passenger mutations provide a signal in favor of driver genes. We therefore developed a method that combines this feature with the signals traditionally used for driver-gene identification. We applied our method to whole-exome sequencing data from 11,873 tumor-normal pairs and identified 460 driver genes that clustered into 21 cancer-related pathways. Our study provides a resource of driver genes across 28 tumor types with additional driver genes identified according to mutations in unusual nucleotide contexts.
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Affiliation(s)
- Felix Dietlein
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.
| | - Donate Weghorn
- Division of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
- Centre for Genomic Regulation, Barcelona, Spain
| | - Amaro Taylor-Weiner
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - André Richters
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
- Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Brendan Reardon
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - David Liu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Eric S Lander
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Eliezer M Van Allen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.
| | - Shamil R Sunyaev
- Division of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
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Chakravorty D, Banerjee K, Mapder T, Saha S. In silico modeling of phosphorylation dependent and independent c-Myc degradation. BMC Bioinformatics 2019; 20:230. [PMID: 31068129 PMCID: PMC6505206 DOI: 10.1186/s12859-019-2846-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Accepted: 04/24/2019] [Indexed: 12/24/2022] Open
Abstract
Background c-Myc plays an important role in cell proliferation, cell growth and in differentiation, making it a key regulator for carcinogenesis and pluripotency. Tight control of c-myc turnover is required by ubiquitin-mediated degradation. This is achieved in the system by two F-box proteins Skp2 and FBXW7. Results Dynamic modelling technique was used to build two exclusive models for phosphorylation dependent degradation of Myc by FBXW7 (Model 1) and phosphorylation independent degradation by Skp2 (Model 2). Sensitivity analysis performed on these two models revealed that these models were corroborating experimental studies. It was also seen that Model 1 was more robust and perhaps more efficient in degrading c-Myc. These results questioned the existence of the two models in the system and to answer the question a combined model was hypothesised which had a decision making switch. The combined model had both Skp2 and FBXW7 mediated degradation where again the latter played a more important role. This model was able to achieve the lowest levels of ubiquitylated Myc and therefore functioned most efficiently in degradation of Myc. Conclusion In this report, c-Myc degradation by two F-box proteins was mathematically evaluated based on the importance of c-Myc turnover. The study was performed in a homeostatic system and therefore, prompts the exploration of c-Myc degradation in cancer state and in pluripotent state. Electronic supplementary material The online version of this article (10.1186/s12859-019-2846-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | | | - Tarunendu Mapder
- ARC CoE for Mathematical and Statistical Frontiers, School of Mathematical Sciences, Queensland University of Technology, Brisbane, Australia.
| | - Sudipto Saha
- Bioinformatics Centre, Bose Institute, Kolkata, India.
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